Mathematics & Optimization

CherryPick: Adaptively Unearthing the Best Cloud Configurations for Big Data Analytics NSDI 2017 Classification of Time Sequences using Graphs of Temporal Constraints JMLR 2017 Clone MCMC: Parallel High-Dimensional Gaussian Gibbs Sampling NeurIPS 2017 Clustering by Sum of Norms: Stochastic Incremental Algorithm, Convergence and Cluster Recovery ICML 2017 Clustering from General Pairwise Observations with Applications to Time-varying Graphs JMLR 2017 Clustering Stable Instances of Euclidean k-means. NeurIPS 2017 Coarse-To-Fine Segmentation With Shape-Tailored Continuum Scale Spaces CVPR 2017 Coded Distributed Computing for Inverse Problems NeurIPS 2017 COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Evolution JMLR 2017 Coherent Predictive Inference under Exchangeability with Imprecise Probabilities (Extended Abstract) IJCAI 2017 Collaborative Deep Learning in Fixed Topology Networks NeurIPS 2017 Collecting Telemetry Data Privately NeurIPS 2017 Combinatorial Topic Models using Small-Variance Asymptotics AISTATS 2017 Combining DL-Lite_{bool}^N with Branching Time: A gentle Marriage IJCAI 2017 Committee Scoring Rules: A Call to Arms IJCAI 2017 Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis ICML 2017 Communication-Efficient Distributed Learning of Discrete Distributions NeurIPS 2017 Community Extraction in Multilayer Networks with Heterogeneous Community Structure JMLR 2017 Compact MDDs for Pseudo-Boolean Constraints with At-Most-One Relations in Resource-Constrained Scheduling Problems IJCAI 2017 Comparing Strategic Secrecy and Stackelberg Commitment in Security Games IJCAI 2017 Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data ICML 2017 Compromise-free Pathfinding on a Navigation Mesh IJCAI 2017 Computational Limits of A Distributed Algorithm for Smoothing Spline JMLR 2017 Computationally Efficient Robust Sparse Estimation in High Dimensions COLT 2017 Computing an Approximately Optimal Agreeable Set of Items IJCAI 2017